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From mass to motion: Conceptualizing and measuring the dynamics of industry clusters

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  • Min Jung Kim
  • J. Myles Shaver
  • Russell J. Funk

Abstract

Research Summary An extensive body of research examines concentration levels (i.e., “mass”) of industry clusters; however, little attention is paid to their dynamics (i.e., “motion”). Understanding cluster dynamics is important because how clusters change over time may have implications for firm strategies and outcomes that are not attributable to cluster mass alone. To advance scholarship, we derive a theoretically grounded measure of cluster motion. Applying this measure to data on establishments in the U.S. computer and semiconductor industries, we document the dynamic nature of clusters both within and across regions. We demonstrate that our measure of cluster motion is distinct from cluster mass. Furthermore, we document that regions rarely follow stylized descriptions of cluster life cycles, which underscores the importance of measuring and investigating cluster dynamics. Managerial Summary Industry clusters have been considered important for firm strategy due to their influence over organizational processes and outcomes. Therefore, many firms attend closely to how clusters change over time. However, strategy researchers have devoted relatively little attention to cluster dynamics and their implications for firms. In this study, we develop a framework for understanding cluster dynamics, including an empirical technique. We suggest that improved understanding of cluster dynamics may be useful for helping firms make better location decisions and react more appropriately to changes in clusters within which they have an established presence.

Suggested Citation

  • Min Jung Kim & J. Myles Shaver & Russell J. Funk, 2022. "From mass to motion: Conceptualizing and measuring the dynamics of industry clusters," Strategic Management Journal, Wiley Blackwell, vol. 43(4), pages 822-846, April.
  • Handle: RePEc:bla:stratm:v:43:y:2022:i:4:p:822-846
    DOI: 10.1002/smj.3354
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    as
    1. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    2. Pierre-Alexandre Balland & David Rigby & Ron Boschma, 2015. "The technological resilience of US cities," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 167-184.
    3. Katharina Knoll & Moritz Schularick & Thomas Steger, 2017. "No Price Like Home: Global House Prices, 1870-2012," American Economic Review, American Economic Association, vol. 107(2), pages 331-353, February.
    4. Mercedes Delgado & Michael E. Porter & Scott Stern, 2010. "Clusters and entrepreneurship," Journal of Economic Geography, Oxford University Press, vol. 10(4), pages 495-518, July.
    5. Ron Martin & Peter Sunley, 2011. "Conceptualizing Cluster Evolution: Beyond the Life Cycle Model?," Regional Studies, Taylor & Francis Journals, vol. 45(10), pages 1299-1318, November.
    6. Shixiang Wang & Minyuan Zhao, 2018. "A tale of two distances: a study of technological distance, geographic distance and multilocation firms," Journal of Economic Geography, Oxford University Press, vol. 18(5), pages 1091-1120.
    7. J. Myles Shaver & Fredrick Flyer, 2000. "Agglomeration economies, firm heterogeneity, and foreign direct investment in the United States," Strategic Management Journal, Wiley Blackwell, vol. 21(12), pages 1175-1193, December.
    8. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    9. Donna Marie DeCarolis & David L. Deeds, 1999. "The impact of stocks and flows of organizational knowledge on firm performance: an empirical investigation of the biotechnology industry," Strategic Management Journal, Wiley Blackwell, vol. 20(10), pages 953-968, October.
    10. Rajagopal, 2014. "Organizations and Innovation," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 3, pages 58-86, Palgrave Macmillan.
    11. Frank T. Rothaermel & Charles W. L. Hill, 2005. "Technological Discontinuities and Complementary Assets: A Longitudinal Study of Industry and Firm Performance," Organization Science, INFORMS, vol. 16(1), pages 52-70, February.
    12. Michael W. Brandt & Alon Brav & John R. Graham & Alok Kumar, 2010. "The Idiosyncratic Volatility Puzzle: Time Trend or Speculative Episodes?," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 863-899, February.
    13. Cristobal Cheyre & Steven Klepper & Francisco Veloso, 2015. "Spinoffs and the Mobility of U.S. Merchant Semiconductor Inventors," Management Science, INFORMS, vol. 61(3), pages 487-506, March.
    14. Steven Klepper, 2007. "Disagreements, Spinoffs, and the Evolution of Detroit as the Capital of the U.S. Automobile Industry," Management Science, INFORMS, vol. 53(4), pages 616-631, April.
    15. Folta, Timothy B. & Cooper, Arnold C. & Baik, Yoon-suk, 2006. "Geographic cluster size and firm performance," Journal of Business Venturing, Elsevier, vol. 21(2), pages 217-242, March.
    16. Muammer Ozer & Wen Zhang, 2015. "The effects of geographic and network ties on exploitative and exploratory product innovation," Strategic Management Journal, Wiley Blackwell, vol. 36(7), pages 1105-1114, July.
    17. Francesco Trebbi & Kairong Xiao, 2019. "Regulation and Market Liquidity," Management Science, INFORMS, vol. 67(5), pages 1949-1968, May.
    18. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    19. Geoffrey G. Bell, 2005. "Clusters, networks, and firm innovativeness," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 287-295, March.
    20. Mercedes Delgado & Michael E. Porter & Scott Stern, 2016. "Defining clusters of related industries," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 1-38.
    21. Juan Alcácer & Wilbur Chung, 2007. "Location Strategies and Knowledge Spillovers," Management Science, INFORMS, vol. 53(5), pages 760-776, May.
    22. Michael J. Enright, 2003. "Regional Clusters: What We Know and What We Should Know," Advances in Spatial Science, in: Johannes Bröcker & Dirk Dohse & Rüdiger Soltwedel (ed.), Innovation Clusters and Interregional Competition, chapter 6, pages 99-129, Springer.
    23. Robert Hassink, 2005. "How to unlock regional economies from path dependency? From learning region to learning cluster," European Planning Studies, Taylor & Francis Journals, vol. 13(4), pages 521-535, June.
    24. Susan Christopherson & Jonathan Michie & Peter Tyler, 2010. "Regional resilience: theoretical and empirical perspectives," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 3-10.
    25. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    26. Rothaermel, Frank T., 2001. "Complementary assets, strategic alliances, and the incumbent's advantage: an empirical study of industry and firm effects in the biopharmaceutical industry," Research Policy, Elsevier, vol. 30(8), pages 1235-1251, October.
    27. Stuart, Toby & Sorenson, Olav, 2003. "The geography of opportunity: spatial heterogeneity in founding rates and the performance of biotechnology firms," Research Policy, Elsevier, vol. 32(2), pages 229-253, February.
    28. Dovev Lavie, 2007. "Alliance portfolios and firm performance: A study of value creation and appropriation in the U.S. software industry," Strategic Management Journal, Wiley Blackwell, vol. 28(12), pages 1187-1212, December.
    29. Ron Boschma, 2004. "Competitiveness of Regions from an Evolutionary Perspective," Regional Studies, Taylor & Francis Journals, vol. 38(9), pages 1001-1014.
    30. Juan Alcácer & Minyuan Zhao, 2012. "Local R&D Strategies and Multilocation Firms: The Role of Internal Linkages," Management Science, INFORMS, vol. 58(4), pages 734-753, April.
    31. Ashish Arora & Michelle Gittelman & Sarah Kaplan & John Lynch & Will Mitchell & Nicolaj Siggelkow & Juan Alcácer & Minyuan Zhao, 2016. "Zooming in: A practical manual for identifying geographic clusters," Strategic Management Journal, Wiley Blackwell, vol. 37(1), pages 10-21, January.
    32. Arne Isaksen, 2015. "Industrial development in thin regions: trapped in path extension?," Journal of Economic Geography, Oxford University Press, vol. 15(3), pages 585-600.
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